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Transformers represent belief state geometry in their residual stream.

Adam S. ShaiSarah E. MarzenLucas TeixeiraAlexander Gietelink OldenzielPaul M. Riechers
Published in: CoRR (2024)
Keyphrases
  • belief state
  • state space
  • partial knowledge
  • three dimensional
  • data streams
  • approximation methods
  • belief space
  • partial observability
  • belief revision
  • computer vision
  • knowledge base
  • prior knowledge
  • markov chain